Santa Fe Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 173 13333.41 0.00 5293.000 9631.00 17148.00 78618.99 11909.80106
87505 157 14387.59 552.00 5619.000 10079.72 18202.00 72500.00 12866.42060
87508 87 18009.97 0.00 7180.000 13832.00 24112.45 100000.00 16680.91371
87501 76 12129.49 1880.00 4654.812 8181.35 18486.25 46270.00 9842.43514
87506 29 18264.39 750.00 7784.000 14251.00 21312.00 91000.00 17757.92383
87502 2 11692.27 9720.00 10706.135 11692.27 12678.41 13664.54 2789.21098
87504 2 1954.50 1887.00 1920.750 1954.50 1988.25 2022.00 95.45942
87101 1 14987.87 14987.87 14987.870 14987.87 14987.87 14987.87 NA
87509 1 19156.00 19156.00 19156.000 19156.00 19156.00 19156.00 NA
87540 1 21359.91 21359.91 21359.910 21359.91 21359.91 21359.91 NA
Santa Fe Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 33 6375.515 2065 3938.000 5113.69 6962.00 23827 4333.890
87505 20 8980.740 2491 5119.500 8099.00 12335.00 17988 4830.457
87501 18 8346.291 2055 5787.250 6842.50 9300.00 22800 4861.977
87508 16 9504.769 0 4285.962 7038.00 12254.75 34950 8514.607
87506 5 10223.998 7784 8400.000 9730.99 12315.00 12890 2291.477
87502 1 9720.000 9720 9720.000 9720.00 9720.00 9720 NA
87509 1 19156.000 19156 19156.000 19156.00 19156.00 19156 NA
Santa Fe Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 70 19854.41 0.00 10833.75 16861.00 27501.33 69000.00 11970.206
87505 54 20916.89 3080.00 10194.10 17604.66 28836.24 72500.00 13677.653
87508 35 21754.21 4993.00 14980.50 18959.00 27005.89 58650.00 10689.342
87506 23 19176.08 5465.00 12254.50 17391.00 22714.50 51000.00 10596.203
87501 21 18678.24 3213.00 13122.00 19425.00 22005.00 40496.00 8978.323
87056 1 25103.00 25103.00 25103.00 25103.00 25103.00 25103.00 NA
87502 1 13664.54 13664.54 13664.54 13664.54 13664.54 13664.54 NA
87540 1 21359.91 21359.91 21359.91 21359.91 21359.91 21359.91 NA
Santa Fe Bath Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 16 18328.93 5584.75 9870.75 12588.28 17747.50 52608.55 14393.654
87507 12 14038.50 6948.00 7789.00 9833.00 17986.00 35000.00 8454.112
87501 11 15506.72 4465.25 8846.84 12500.00 18506.00 46270.00 11619.109
87508 8 16373.74 6000.00 10397.50 16692.00 24056.22 25321.00 8038.997
87506 7 25430.78 9755.00 14087.00 14997.00 17044.74 91000.00 29020.239
Santa Fe Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 9 26352.00 10354 12153.00 25500.00 32834.00 51553.00 14116.455
87507 6 34066.43 5954 24863.30 30814.42 34191.46 78618.99 24150.709
87501 3 29271.55 24700 26282.32 27864.64 31557.32 35250.00 5413.886
87508 2 73250.00 61500 67375.00 73250.00 79125.00 85000.00 16617.009
Santa Fe Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 56 7393.823 552.00 3267.500 5326.00 7759.25 38056.00 7774.50389
87507 56 6793.575 0.00 2982.750 6042.27 9024.66 23804.00 4663.27670
87501 25 5452.342 1880.00 3146.000 3865.00 5950.00 25800.00 5429.63970
87508 25 14631.887 1715.00 6617.000 9251.00 13802.00 100000.00 20523.03925
87506 6 4478.697 750.00 2440.885 3014.50 4563.25 12764.00 4285.33128
87504 2 1954.500 1887.00 1920.750 1954.50 1988.25 2022.00 95.45942
87101 1 14987.870 14987.87 14987.870 14987.87 14987.87 14987.87 NA
Rio Rancho Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 673 11079.50 0.00 4800.00 7800.0 13800.00 67300.00 10090.216
87144 501 12478.60 0.00 5966.54 9275.0 16544.00 66491.28 9824.232
87114 3 6892.66 3485.98 6010.49 8535.0 8596.00 8657.00 2950.902
87112 2 6137.50 3690.00 4913.75 6137.5 7361.25 8585.00 3461.288
87123 1 2489.00 2489.00 2489.00 2489.0 2489.00 2489.00 NA
87174 1 3265.00 3265.00 3265.00 3265.0 3265.00 3265.00 NA
Rio Rancho Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 259 7035.943 0.00 4189.24 5791.00 8339.00 29790.00 4505.394
87144 215 8251.444 0.00 5114.30 7227.00 9678.00 31000.00 5114.858
87112 2 6137.500 3690.00 4913.75 6137.50 7361.25 8585.00 3461.288
87114 1 3485.980 3485.98 3485.98 3485.98 3485.98 3485.98 NA
87174 1 3265.000 3265.00 3265.00 3265.00 3265.00 3265.00 NA
Rio Rancho Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 235 18802.40 0 9981.00 14892.00 24373.5 67300 12882.28
87144 187 18147.51 2624 10881.38 16288.54 23618.0 61800 10239.23
87114 1 8535.00 8535 8535.00 8535.00 8535.0 8535 NA
87174 1 16542.00 16542 16542.00 16542.00 16542.0 16542 NA
Rio Rancho Bath Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 66 11797.60 1200 7314.750 9232.5 13767.50 44030 7291.423
87144 28 12177.95 0 6983.877 10630.0 16037.75 31000 6910.717
Rio Rancho Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87144 11 35935.84 12650 22388.50 37000.0 46477.50 66491.28 16904.356
87124 10 22890.50 5400 17992.75 20999.5 30253.75 38000.00 9723.343
Rio Rancho Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 142 5964.107 0 2560.75 4774.0 7500.00 52331 5933.966
87144 60 6166.547 1120 3543.84 5706.5 8076.75 19250 3774.345
87114 1 8657.000 8657 8657.00 8657.0 8657.00 8657 NA
87123 1 2489.000 2489 2489.00 2489.0 2489.00 2489 NA
ABQ Metro Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 728 11333.223 0 4905.750 8001.50 13958.50 67300.00 10319.254
87114 648 10952.110 0 4400.000 7500.00 13366.75 97950.00 10279.760
87120 568 10771.166 0 4099.500 7061.00 13717.50 108227.00 10703.765
87111 517 11490.250 0 4150.000 7397.20 14079.00 64999.00 11283.094
87144 514 12458.411 0 5916.000 9167.00 16447.13 66491.28 9845.227
87112 412 12202.048 0 4054.765 7890.50 15256.75 92910.00 12473.986
87123 400 10779.268 0 4199.769 7375.50 12902.50 122703.00 11611.660
87109 304 11188.989 0 4369.000 7434.00 13908.75 70500.00 10429.564
87110 299 10259.729 0 4176.340 6665.00 11910.00 50000.00 9462.926
87121 267 9547.734 0 3672.610 6225.00 11891.00 100528.00 9964.211
87122 185 13033.649 537 4574.000 7736.00 17000.00 88906.53 13502.841
87113 144 10259.683 0 3348.250 6856.00 12380.75 53100.00 10090.581
87105 134 11788.881 0 4706.750 7470.10 14558.00 96790.00 12823.216
87108 134 9787.857 0 3510.715 7201.50 11979.00 44357.00 9022.012
87107 119 13893.630 208 4786.450 8482.00 17298.00 64950.00 14401.327
87106 95 8959.972 0 3015.500 6417.25 9997.00 47000.00 9384.793
87104 35 12629.045 2711 4757.905 8750.00 15785.00 63164.00 11758.349
87102 24 9834.890 1500 5654.517 7807.50 9971.00 38390.00 8016.011
87174 2 9903.500 3265 6584.250 9903.50 13222.75 16542.00 9388.257
87193 2 20251.500 18000 19125.750 20251.50 21377.25 22503.00 3184.102
87008 1 19381.000 19381 19381.000 19381.00 19381.00 19381.00 NA
87035 1 5464.000 5464 5464.000 5464.00 5464.00 5464.00 NA
87103 1 4440.000 4440 4440.000 4440.00 4440.00 4440.00 NA
87118 1 10400.000 10400 10400.000 10400.00 10400.00 10400.00 NA
87125 1 32461.000 32461 32461.000 32461.00 32461.00 32461.00 NA
87501 1 20000.000 20000 20000.000 20000.00 20000.00 20000.00 NA
87527 1 16970.000 16970 16970.000 16970.00 16970.00 16970.00 NA
ABQ Metro Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87114 306 6656.909 1377 3861.500 5458.500 7723.750 30000 4551.537
87124 262 7050.519 0 4188.860 5795.500 8367.750 29790 4507.587
87120 260 5952.112 0 3399.500 4811.215 7263.000 29660 4061.392
87144 216 8229.224 0 5082.200 7190.000 9667.000 31000 5113.388
87111 208 6370.344 0 3446.750 5100.500 7531.000 32115 4702.881
87123 168 5743.018 0 3200.000 4977.500 7507.980 23921 3582.441
87112 140 7077.964 0 3720.838 5845.000 8663.500 26740 5034.212
87121 114 7462.101 1357 3569.000 5630.500 8414.000 100528 10127.813
87110 112 6650.381 1351 3714.250 5268.500 8188.000 27949 4633.594
87109 105 6690.492 1621 3718.000 5690.960 7714.000 26500 4696.655
87122 80 6450.805 1384 3401.250 5124.500 7683.000 27269 4427.901
87113 77 6059.128 0 3014.000 4957.000 7700.000 29511 4699.322
87108 44 7031.298 0 4019.500 6608.000 9100.500 15780 3997.810
87106 31 5349.493 0 2728.500 3898.000 6511.660 15725 3896.467
87105 30 6911.735 1623 3607.000 5658.500 9946.000 16500 4128.900
87107 28 6646.166 1678 3962.438 5002.000 7486.315 19133 4728.828
87104 11 7124.515 2740 4230.000 5150.000 9025.835 16000 4127.344
87102 6 6580.340 4968 5367.250 6089.500 7828.780 8800 1612.107
87174 1 3265.000 3265 3265.000 3265.000 3265.000 3265 NA
ABQ Metro Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 239 18714.77 0.00 9932.50 14631.00 24373.50 67300 12854.611
87144 187 18147.51 2624.00 10881.38 16288.54 23618.00 61800 10239.233
87114 181 18827.75 0.00 10280.37 16413.00 24506.00 97950 12751.135
87120 147 18053.99 0.00 10905.00 15372.52 22636.00 59947 10566.411
87111 127 20595.18 2750.00 9947.50 17000.00 27375.00 64999 14267.645
87112 102 24495.16 1449.00 13093.50 19120.50 31828.75 92910 16198.929
87123 95 18512.76 0.00 9358.00 14506.00 23507.87 122703 15647.286
87109 79 18281.69 0.00 10014.50 15563.00 25315.00 70500 12093.089
87121 71 16823.71 0.00 10890.00 15287.00 19726.00 60669 10113.832
87110 65 17665.57 3371.00 7891.00 14513.08 25152.00 50000 11326.174
87122 58 20290.22 2957.00 9893.50 16712.00 27673.25 80720 14244.799
87105 40 22114.70 0.00 11044.50 17753.00 27835.91 96790 18608.622
87113 31 22208.32 2490.65 12839.00 22197.00 26724.00 53100 12638.913
87107 27 24220.11 5747.66 13530.50 20329.75 30071.62 64051 13794.009
87108 25 21179.24 7858.00 11980.00 18462.18 28250.00 44357 10786.773
87106 19 15851.84 2211.00 8919.00 10832.00 19198.50 47000 12148.403
87104 11 14393.92 4400.00 8474.50 10762.00 18456.50 32000 9782.536
87102 4 16228.75 6470.00 11422.25 15944.50 20751.00 26556 8534.985
87193 2 20251.50 18000.00 19125.75 20251.50 21377.25 22503 3184.102
87008 1 19381.00 19381.00 19381.00 19381.00 19381.00 19381 NA
87125 1 32461.00 32461.00 32461.00 32461.00 32461.00 32461 NA
87174 1 16542.00 16542.00 16542.00 16542.00 16542.00 16542 NA
87501 1 20000.00 20000.00 20000.00 20000.00 20000.00 20000 NA
87527 1 16970.00 16970.00 16970.00 16970.00 16970.00 16970 NA
ABQ Metro Bathroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 67 11695.191 1200.00 7280.015 9149.000 13735.00 44030.00 7284.369
87111 60 14063.329 572.00 8033.880 11381.500 14378.25 52820.00 10819.649
87120 56 13215.213 433.00 7278.460 10550.000 14634.50 48684.00 9879.013
87114 52 13266.581 1014.95 7922.500 10887.000 16738.25 34500.00 7708.980
87123 50 13924.733 2635.29 7612.500 11854.350 16372.00 73708.00 10853.847
87112 49 13411.792 2972.97 8601.000 10764.000 15932.48 35356.00 7967.370
87109 43 13032.530 2476.00 7527.000 10379.000 14143.50 39320.00 8433.008
87110 31 10992.559 3200.00 6791.000 8393.000 12844.50 28517.00 6656.236
87144 28 12177.953 0.00 6983.877 10630.000 16037.75 31000.00 6910.717
87107 22 12717.123 4126.21 5560.833 9130.000 11079.75 52127.00 11928.674
87121 22 8321.207 864.49 4648.630 7393.545 9087.00 35000.00 6882.056
87122 20 18699.025 1076.00 7718.250 10555.500 19623.25 88906.53 20752.650
87108 15 9012.816 3536.86 6609.000 7719.630 11738.25 17740.00 3876.616
87105 13 9504.659 4857.01 7444.000 8535.000 10051.00 17779.00 3597.740
87113 11 11168.932 8200.00 9498.315 10550.000 12750.00 14639.00 2180.189
87106 9 7269.489 794.39 5995.330 6418.000 7104.00 19836.00 5155.307
87102 7 8058.904 5299.07 6784.630 7635.000 8915.50 12078.00 2215.846
87104 6 17110.167 8521.00 12473.000 19198.500 21715.75 22957.00 6100.090
ABQ Metro Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87120 13 39247.85 21214.00 26500.00 29000.00 44800.00 108227.00 23866.482
87110 12 32043.47 16800.00 27007.00 30335.00 37707.67 46000.00 8514.807
87114 12 32785.75 9304.00 19875.00 34087.50 40415.00 57768.00 14795.129
87111 11 31601.04 18750.00 25882.50 30000.91 32396.50 53696.00 10558.230
87124 11 22059.55 5400.00 17317.50 19108.00 28007.50 38000.00 9627.274
87144 11 35935.84 12650.00 22388.50 37000.00 46477.50 66491.28 16904.356
87109 10 31830.90 14560.00 22125.00 33617.00 40821.75 50375.00 11951.980
87107 9 38904.45 6328.05 25700.00 39800.00 50890.00 64950.00 19743.351
87123 9 32519.88 13000.00 24100.00 34006.88 36675.00 60395.00 13372.937
87112 6 31404.17 18345.00 26600.00 30215.00 37351.25 44525.00 9438.740
87106 5 25192.40 9226.00 9975.00 24000.00 37261.00 45500.00 16170.704
87108 5 25189.60 7576.00 23266.00 23950.00 28273.00 42883.00 12629.722
87122 5 37133.05 33500.00 35396.00 37519.26 38570.00 40680.00 2784.387
87113 3 21173.33 1500.00 15500.00 29500.00 31010.00 32520.00 17104.389
87121 2 20738.50 18892.00 19815.25 20738.50 21661.75 22585.00 2611.345
87102 1 38390.00 38390.00 38390.00 38390.00 38390.00 38390.00 NA
ABQ Metro Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 143 5947.897 0.00 2570.500 4708.000 7500.000 52331.00 5916.212
87112 114 6022.103 0.00 2132.700 4059.645 7629.500 37913.00 6424.024
87111 102 7468.313 0.00 2802.750 5218.500 9613.500 33000.00 6704.893
87114 95 5896.636 0.00 2556.500 4764.000 7778.220 24750.00 4563.593
87120 84 7373.862 0.00 2886.548 4917.500 7922.665 59700.00 8588.211
87123 75 7743.704 949.00 3278.430 5300.000 8758.500 65950.00 8965.416
87110 74 5680.627 0.00 2772.750 4950.500 7083.855 26607.48 4543.389
87144 61 6132.669 1120.00 3550.000 5552.000 7970.000 19250.00 3752.101
87109 60 5914.339 0.00 2706.637 4493.500 6591.500 43977.00 6284.550
87121 57 4739.584 652.00 2127.000 3302.300 5793.000 18001.00 3783.391
87105 50 6774.847 0.00 3374.500 5771.960 7459.980 26569.00 4999.437
87108 44 4764.782 792.00 2220.250 3515.770 5985.983 19148.00 3583.064
87107 31 5559.685 208.00 2591.045 3880.000 8105.060 14205.61 4088.311
87106 30 6195.255 489.00 2484.500 4798.000 7282.568 25600.00 5945.919
87113 22 6182.066 1443.93 2262.782 5182.380 7211.500 33480.00 6691.319
87122 21 7431.286 537.00 2397.000 4986.000 9263.000 36296.00 8322.143
87104 7 14664.687 2711.00 3488.000 4859.810 12471.000 63164.00 21872.214
87102 6 6139.667 1500.00 3550.000 5990.000 8425.500 11384.00 3753.033
87035 1 5464.000 5464.00 5464.000 5464.000 5464.000 5464.00 NA
87103 1 4440.000 4440.00 4440.000 4440.000 4440.000 4440.00 NA
87118 1 10400.000 10400.00 10400.000 10400.000 10400.000 10400.00 NA
## Loading required package: lattice
## Loading required package: grid
## Loading required package: chron

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'

## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## R version 4.2.2 (2022-10-31 ucrt)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 19045)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.utf8 
## [2] LC_CTYPE=English_United States.utf8   
## [3] LC_MONETARY=English_United States.utf8
## [4] LC_NUMERIC=C                          
## [5] LC_TIME=English_United States.utf8    
## 
## attached base packages:
## [1] grid      stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] lattice_0.20-45      RColorBrewer_1.1-3   psych_2.3.3         
##  [4] vtable_1.4.4         kableExtra_1.3.4     lubridate_1.9.2     
##  [7] ggmap_3.0.2          rgdal_1.6-7          maptools_1.1-7      
## [10] sp_1.6-1             usmap_0.6.2          ggpointdensity_0.1.0
## [13] viridis_0.6.3        viridisLite_0.4.2    tidyr_1.3.0         
## [16] stringr_1.5.0        dplyr_1.1.2          readxl_1.4.2        
## [19] tidygeocoder_1.0.5   ggplot2_3.4.2       
## 
## loaded via a namespace (and not attached):
##  [1] httr_1.4.6          sass_0.4.6          splines_4.2.2      
##  [4] jsonlite_1.8.5      bslib_0.5.0         highr_0.10         
##  [7] cellranger_1.1.0    yaml_2.3.7          pillar_1.9.0       
## [10] glue_1.6.2          digest_0.6.31       rvest_1.0.3        
## [13] colorspace_2.1-0    Matrix_1.5-1        htmltools_0.5.5    
## [16] plyr_1.8.8          pkgconfig_2.0.3     purrr_1.0.1        
## [19] scales_1.2.1        webshot_0.5.4       svglite_2.1.1      
## [22] jpeg_0.1-10         timechange_0.2.0    tibble_3.2.1       
## [25] mgcv_1.8-41         generics_0.1.3      farver_2.1.1       
## [28] cachem_1.0.8        withr_2.5.0         cli_3.6.1          
## [31] mnormt_2.1.1        magrittr_2.0.3      evaluate_0.21      
## [34] fansi_1.0.4         nlme_3.1-160        xml2_1.3.4         
## [37] foreign_0.8-83      tools_4.2.2         RgoogleMaps_1.4.5.3
## [40] lifecycle_1.0.3     munsell_0.5.0       compiler_4.2.2     
## [43] jquerylib_0.1.4     systemfonts_1.0.4   rlang_1.1.1        
## [46] rstudioapi_0.14     bitops_1.0-7        labeling_0.4.2     
## [49] rmarkdown_2.22      gtable_0.3.3        R6_2.5.1           
## [52] gridExtra_2.3       knitr_1.43          fastmap_1.1.1      
## [55] utf8_1.2.3          stringi_1.7.12      parallel_4.2.2     
## [58] Rcpp_1.0.10         vctrs_0.6.2         png_0.1-8          
## [61] tidyselect_1.2.0    xfun_0.39